feat: eager vLLM warmup and smart page titles in paginate stage

- Add warmup() to LlmProvider interface for eager subprocess startup
- ManagedVllmProvider.warmup() starts vLLM in background on project load
- ProviderRegistry.warmupAll() triggers all managed providers
- NamedProvider proxies warmup() to inner provider
- paginate stage generates LLM-powered descriptive page titles when
  available, cached by content hash, falls back to generic "Page N"
- project-mcp-endpoint calls warmupAll() on router creation so vLLM
  is loading while the session initializes

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

scripts/build-python-runner.sh

@@ -0,0 +1,32 @@
+#!/bin/bash
+# Build python-runner Docker image and push to Gitea container registry
+set -e
+
+SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
+PROJECT_ROOT="$(dirname "$SCRIPT_DIR")"
+cd "$PROJECT_ROOT"
+
+# Load .env for GITEA_TOKEN
+if [ -f .env ]; then
+  set -a; source .env; set +a
+fi
+
+# Push directly to internal address (external proxy has body size limit)
+REGISTRY="10.0.0.194:3012"
+IMAGE="mcpctl-python-runner"
+TAG="${1:-latest}"
+
+echo "==> Building python-runner image..."
+podman build -t "$IMAGE:$TAG" -f deploy/Dockerfile.python-runner .
+
+echo "==> Tagging as $REGISTRY/michal/$IMAGE:$TAG..."
+podman tag "$IMAGE:$TAG" "$REGISTRY/michal/$IMAGE:$TAG"
+
+echo "==> Logging in to $REGISTRY..."
+podman login --tls-verify=false -u michal -p "$GITEA_TOKEN" "$REGISTRY"
+
+echo "==> Pushing to $REGISTRY/michal/$IMAGE:$TAG..."
+podman push --tls-verify=false "$REGISTRY/michal/$IMAGE:$TAG"
+
+echo "==> Done!"
+echo "    Image: $REGISTRY/michal/$IMAGE:$TAG"